Abstract
Following the COVID-19 discovery in December 2019, different vaccines were authorized in 2021 in Italy and Lebanon, but side effects and the impact of sex and age remained partly explored. We designed a web-based “Google Form” questionnaire to record self-reported systemic and local side effects up to 7 days after 1st and 2nd dose of the vaccine in two distinct Italian and Lebanese cohorts. Twenty-one questions in Italian and Arabic languages explored the prevalence and severity of 13 symptoms. Results were compared with respect to living country, timing, sex, and age classes. A total of 1,975 Italian subjects (age 42.9 ± SD16.8 years; 64.5% females) and 822 Lebanese subjects (age 32.5 ± SD15.9 years; 48.8% females) joined the study. The most common symptoms in both groups were injection site pain, weakness, and headache after the 1st and 2nd doses. The rate of post-vaccinal symptoms and the severity score were significantly higher in females than in males and progressively decreased with increasing age following both doses. We find that among two populations from the Mediterranean basin, the anti-COVID-19 vaccine generates mild age and sex-dependent adverse effects, with ethnic differences and prevalent symptoms rate and severity in females.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
The COVID-19 pandemic caused by the coronavirus SARS-CoV-2 became a real challenge to the public health system worldwide since the year 2019 [1], spreading to more than 200 countries worldwide [2,3,4,5,6].
Coronaviruses are enveloped RNA viruses broadly distributed among humans, other mammals, and birds, which can cause respiratory, enteric, hepatic, and neurologic diseases [7]. Based on the difference in protein sequences, Coronaviruses are classified into four genera (alpha-CoV, beta-CoV, gamma-CoV, and delta-CoV), among which the beta-CoV genera contains most human coronaviruses (HCoVs), and is subdivided into four lineages (A, B, C and D) [8, 9]. There are seven HCoVs including SARS-CoV-2 and they have a zoonotic origin from bats, mice, or domestic animals [8, 10]. Despite the importance of all HCoVs, SARS-CoV-2 is becoming of leading relevance. Since its appearance, the pandemic has caused high mortality rates and economic losses all over the world [11].
Until now, no vaccines have been shown to be highly effective against infection with any beta-CoV, the family that includes SARS-CoV-2 [12]. Thus, the success of potential vaccines to prevent disease and to limit further spread of infection is a key player in tempering the pandemic outbreak. Researchers developed various types of candidate vaccines with the release of the genetic sequence of the SARS-CoV-2 virus. These include inactivated viral vaccines, protein subunit vaccines, mRNA vaccines, and recombinant viral vector vaccines [13].
During the COVID-19 pandemic, many of COVID-19 vaccines were developed and underwent pre-clinical and clinical trials. However, public interest in mRNA vaccines has arisen greatly, and the mRNA-based vaccine Comirnaty from Pfizer and BioNTech was the first vaccine receiving emergency authorization by the U.S. Food and Drug Administration (FDA) on December 11, 2020, and by the European Medicines Agency (EMA) on December 21, 2020 [14].
Worldwide, the use of COVID-19 vaccines was initially authorized for emergency use and the side effects were not clearly recorded. Common side effects were expected but specific side effects linked with COVID-19 vaccines remained uncertain. In this context, survey studies are needed for a comprehensive evaluation of the relationships between vaccine administration, related undesired effects, vaccine safety, and distinct geographical, age-dependent, and sex responses.
This study represents the first survey following early COVID-19 vaccines administration in two distinct geographic areas, comparatively considering possible differences due to sex and age.
Subjects and methods
A tailored, anonymous, web-based questionnaire (see below) was used to conduct a survey in two different target populations free-living in Italy or in Lebanon. The survey was conducted between March and July 2021 distributing the questionnaire by social-media platforms (WhatsApp, Email, Facebook) or by face-to-face interview. Participation was on a voluntary basis and following random sampling. Included in the survey were subjects older than 18 years without a previous SARS-CoV-2 infection, who received at least one dose of COVID-19 vaccine.
The two groups consisted of 1975 Italian and 822 Lebanese individuals, within the framework of ongoing scientific and clinical collaborations. The protocol was approved by the local Ethics Committee, University of Bari ‘Aldo Moro’ (study number 6752, protocol number 0031044), and by ClinicalTrials.gov (NCT05735769).
Questionnaire
A specific questionnaire (Supplementary Material Table S1) was prepared in Italian and translated into Arabic (by M.K.). The survey questionnaire was designed using “Google Form” and the link was shared by social-media platforms (WhatsApp, Email, Facebook) or during face-to-face interview with people without web access.
The questionnaire consisted of 21 items exploring demographic data, details about timing of COVID-19 vaccine, and onset of 13 possible symptoms within 7 days after administration of the 1st and 2nd dose of vaccine. Symptoms included: allergic-urticarial reaction, anaphylaxis, diarrhea (i.e., more than 3 bowel habits a day), fever (i.e., body temperature > 37 °C), headache, insomnia, irritability/nervousness, pain at the injection site (with or without redness, swelling and induration), lymphadenopathy, myalgias, skin rash, vomiting, and weakness.
Besides symptoms, the following aspects were also evaluated: use of antipyretic/analgesic drugs, recourse to a doctor, admission to emergency room without or with subsequent hospitalization.
The individual intensity of three most frequent symptoms, i.e., headache, pain at the injection site, and myalgias was assessed semi-quantitatively by a modified Visual Analogue Scale (VAS) included in the question: “How would you rank the intensity of your symptom (symptom) from 0 = no to 100 = max”. A cumulative severity score was also calculated by the sum of the intensity (VAS) of each of the three symptoms (headache, pain at the injection site, and myalgias) and a score attributed to antipyretic/analgesic drugs, recourse to a doctor, admission to emergency room without or with subsequent hospitalization. The final cumulative severity score was therefore obtained by the following formula:
∑(VAS headache (0–100) + VAS pain at the injection site (0–100) + VAS myalgias (0–100)) + antipyretic use (10 point) + other analgesic use (10 point) + recourse to a doctor (10 point) + admission to emergency room without hospitalization (10 point) + hospitalization (10 point).
The score ranged from 0 to 350 and was calculated after the 1st and the 2nd dose.
Statistical analysis
Data are expressed as mean and standard deviation (SD) for continuous variables, or as proportions and percentages for categorical variables. The chi‐square test (proportions), and the Mann–Whitney U test were employed to evaluate intra‐ or inter‐group differences, as appropriate. All statistical analyses were performed using NCSS software (NCSS 2021, LLC. Kaysville, Utah, USA, ncss.com/software/ncss). Statistical significance was declared if a two‐sided P‐value was < 0.05 [15].
Results
A total of 2797 subjects returned the questionnaires, i.e., 1975 Italian subjects and 822 Lebanese subjects. All received questionnaires were completely filled. Among the enrolled subjects, 1758/1975 (89.0%) Italians and 722/822 (87.8%) Lebanese had received both doses. Detailed information on enrolled subjects divided according to living area, vaccine dose, age, and prevalence/N. of symptoms is depicted in Table 1.
Regarding the Italian participants, 1387 (70%) were health workers (surgeons or veterinarians, nurses, hospital stuff, and psychologists), 240 (12%) were school staff (students, teachers), and the remaining 348 (18%) had other jobs.
The Lebanese cohort was composed by 297 (36%) health workers, i.e., doctors, surgeons, nurses, and hospital staff, 179 (22%) workers of the Lebanese red cross, 167 (20%) school staff (students and teachers), and 179 (22%) with other occupations.
The type of vaccines and the prevalence of symptoms in subjects divided according to the type of received vaccines are reported in Supplementary Table S2. Regarding the 1st dose, in both cohorts the majority of subjects received the Pfizer BioNTech vaccine (Italian cohort 90.5%, Lebanese cohort 96.7%). Few subjects received AstraZeneca/Va (Italian cohort 7.8%, Lebanese cohort 1.4%) or other vaccines (Italian cohort 1.7%, Lebanese cohort 2.1%). A similar trend was recorded for the 2nd dose, with most subjects receiving Pfizer BioNTech vaccine (Italian cohort 96.7%, Lebanese cohort 98.3%), and a minority of subjects receiving AstraZeneca/Va (Italian cohort 1.3%, Lebanese cohort 0.3%) or other vaccines (Italian cohort 1.3%, Lebanese cohort 1.7%). In the Italian cohort, the rate of subjects reporting symptoms following the 1st dose was higher for AstraZeneca, as compared to Pfizer BioNTech vaccine or others. The rate of post-vaccinal symptoms was comparable among different vaccines following the administration of the 2nd dose. In the Lebanese cohort, comparable rates of symptoms were recorded following both the 1st and the 2nd dose when subjects were divided according to type of vaccine.
Italian cohort
In total, 1975 Italian individuals aged 42.9 ± 16.8 years received the 1st dose, with 1483 (75.1%) symptomatic subjects with a mean of 1.9 ± 1.7 symptoms. Following the administration of the 2nd dose, the prevalence of symptomatic subjects and the number of reported symptoms increased significantly to 79.8% and 2.9 ± 2.0 respectively. With respect to sex, females were significantly (p < 0.0001) more represented (64.5%), younger, with higher symptom prevalence and number of symptoms. The sex difference persisted after the 2nd dose.
Lebanese cohort
In total, 822 Lebanese subjects aged 32.5 ± 15.9 yrs. received the 1st dose. This group was significantly younger than the Italian cohort. Among this subgroup, 37.3% were symptomatic and reported a mean of 5.1 ± 3.8 symptoms. After the 2nd dose, the rate of symptomatic subjects increased to 59.7% but the number of reported symptoms remained comparable. With respect to sex, females were significantly (p < 0.0001) younger, with higher symptom prevalence. This sex difference persisted after the 2nd dose, with invariably and significantly higher prevalence of reported symptoms in females than males (p < 0.0001).
Comparison between Italian and Lebanese cohorts
As shown in Table 1, Italian subjects were significantly (0.0001 < p < 0.01) older, had higher symptom prevalence but lower number of reported symptoms than Lebanese subjects. When subjects were grouped according to sex, more females than males received both vaccine doses in the Italian but not in the Lebanese cohort. In both cohorts, females were significantly younger than males (0.0001 < p < 0.03). As shown in Fig. 1A, B, the prevalence of symptomatic subjects was invariably higher in women after both doses and in both cohorts. The prevalence of subjects reporting one up to 13 symptoms after each vaccine dose is shown in Fig. 1C, D. Whereas most Italian subjects reported only one symptom (60%), many Lebanese subjects reported more than one symptom after each dose.
Characteristics of participants according to cohort, vaccine doses, sex, and geriatric age (i.e., < and ≥ 65 yrs.) are depicted in Table 2.
In the Italian cohort, the prevalence of symptomatic subjects decreased at older age in both sexes (from 72.0 to 45.5% in males and from 82.5 to 37.9% in females, p < 0.0001 for both) after the 1st dose. In addition, the prevalence of symptomatic subjects was higher (p < 0.0001) in adult females than in adult males (< 65 years). Such differences persisted after the administration of the 2nd dose. Adult females had significantly more symptoms than older females and adult males (p < 0.0001).
In the Lebanese cohort, the number of older subjects was small (after 1st dose 82/822 = 10% aged ≥ 65). The prevalence of symptomatic subjects in adults in both sexes was lower than that observed in the Italian group (Lebanese males 29.6% vs Italian males 72.0%, p < 0.0001; Lebanese females 45.6% vs Italian females 82.5%, p < 0.0001). At older ages, the prevalence of symptomatic subjects remained comparable in both sexes.
Notably, after the 2nd dose, the prevalence of symptomatic subjects increased in adults (from 29.6 to 50.1% in males, and from 45.6 to 71.9% in females, p < 0.0001) and tended to increase at older age only in males. The number of reported symptoms was in general higher than that found in the Italian cohort at any age and in both sexes (p < 0.0001).
Since the Lebanese cohort was younger than the Italian cohort, we further explored the prevalence of subjects reporting post-vaccinal symptoms in both cohorts divided according to eight age classes, i.e., 18–29, 30–39, 40–49, 50–59, 60–69, 70–79, 80–89, and 90–101 years. Data stratified by cohort, vaccine dose, and age groups are provided in Fig. 2A–C. The prevalence of symptoms decreased progressively with the age class in the Italian cohort, but not in the Lebanese cohort. The prevalence of subjects reporting post-vaccinal symptoms was higher in the Italian than in the Lebanese cohort at all age classes up to 70–79 years, and after both doses (Fig. 2A, B). In addition, the prevalence of symptomatic subjects following the administration of the 1st dose was about twice in the Italian, as compared with the Lebanese cohort, from the age class 18–29 to 60–69 years. This difference decreased progressively in subjects older than 70 years. The ratios between the symptomatic rates recorded in the two cohorts (Fig. 2C) were lower following the 2nd dose. However, the rate of post-vaccinal symptoms still remained about 1.5-folds higher in the Italian, than in the Lebanese cohort up to the age class 50–59 years, progressively decreasing in older ages.
We further explored the effect of each dose of vaccine on the prevalence of 13 symptoms as well as the intensity (VAS) of selected symptoms according to living area and sex (Table 3, Fig. 3 and 4).
The detailed analysis is reported in Table 3, and shows that after the administration of the 1st dose, and overall, the prevalence of reported symptoms ranged from 0 to 71.8% in the Italian cohort and from 4.9 to 36.0% in the Lebanese cohort. Most subjects reported pain at the injection site, more evident in the Italian cohort (71.8% vs. Lebanese cohort 36.0%, p < 0.0001). All other symptoms had greater prevalence in the Lebanese- than the Italian cohort (Fig. 3).
Since the prevalence of injection site pain was the most relevant difference between the Lebanese and Italian cohorts, we also calculated the rate of symptomatic subjects in the two cohorts excluding subjects who reported injection site pain as the unique symptom (Supplementary Table S3). In this case, the prevalence of symptomatic subjects was comparable between the two cohorts.
In both cohorts we observed a sex difference with invariably higher prevalence of symptomatic females than males for all symptoms but allergic reaction, skin rash, and vomiting in the Italian cohort (0.0001 < p < 0.01 between sexes) and anaphylaxis, diarrhea, lymphadenopathy, and skin rash in the Lebanese cohort (0.0001 < p < 0.046 between sexes) (Table 3). Likely, the sex difference was less evident among Lebanese due to the younger age of subjects.
The analysis of the severity of selected symptoms yielded higher values in females than in males for headache, site pain, and myalgia in Italian subjects, and for headache in Lebanese subjects. A further analysis of each symptom according to living area and sex is provided in Table 3 and Fig. 4.
After the administration of the 2nd dose, and overall, the prevalence of reported symptoms was 0–67.2% in the Italian cohort and 8.2–52.7% in Lebanese cohort. Similarly to the 1st dose, most subjects reported pain at the injection site (Italian cohort 67.2%, Lebanese cohort 52.7%, p < 0.05). The prevalence of all symptoms was higher after the 2nd than the 1st dose in both cohorts and in the female sex.
We observed a sex difference with invariably higher prevalence of symptomatic females than males for all symptoms with exception of allergic reaction, diarrhea, irritation/nervousness, and skin rash, in the Italian cohort (0.0001 < p < 0.016) and irritation/nervousness, and skin rash in the Lebanese cohort (0.0001 < p < 0.04). With respect to the 1st dose, the sex difference was comparable between the two cohorts.
The analysis of the severity of symptoms yielded higher values in females than in males for headache, injection site pain, and myalgia in the Italian cohort, and for injection site pain and myalgia in the Lebanese cohort (Table 3 and Fig. 4). The analysis of individual changes of symptom score intensity is depicted in Fig. 5. In both living areas the overall score increased after the 2nd dose and became more evident in Lebanese than in Italians.
Concerning the final judgement about vaccination, 98.2% and 99.1% of Italian and Lebanese subjects would have repeated the procedure, irrespective of the appearance of symptoms after vaccine administration.
Discussion
We had the chance to compare two free-living Italian and Lebanese cohorts who received the 1st dose of anti-COVID-19 vaccine and in most cases, a 2nd dose, i.e., mainly Pfizer vaccine. By using a tailored questionnaire specifically adapted to the target populations by questions and languages, we detected several distinct differences in self-reported symptoms according to countries, vaccine dose, sex, and age classes.
According to the World Health Organisation (WHO), COVID-19 vaccines have played a pivotal role to slow down infection rates, to prevent severe symptoms and to decrease the risk of hospitalization and mortality. However, anti-COVID-19 vaccines can induce symptoms which, in some cases, resemble those of a mild COVID-19 infection [16, 17]. We speculated that qualitative and quantitative differences might exist between two population living in the Mediterranean basin, based on ethnic and sex differences.
We found that about two-thirds of Italian participants described symptoms after the 1st dose. In contrast, one third of the Lebanese individuals were symptomatic after vaccination, despite the absolute number of symptoms was higher in Lebanese cohort. In addition, the prevalence of symptoms after vaccination was higher in females from both cohorts.
As compared with the Italian cohort, Lebanese subjects reported a significantly lower prevalence of injection site pain following both doses of vaccine. The prevalence of this symptom in the Lebanese cohort was also markedly lower than that recorded in other European cohorts, which ranges from 70 to 80% of subjects [18]. Of note, however, findings from the present study (i.e., injection site pain in 36% and 41.5% of Lebanese subjects following the 1st and the 2nd dose of Pfizer vaccine, respectively) are comparable to those from a previous large retrospective survey in Lebanese subjects, reporting injection site pain in 33.1% of subjects after the 1st dose, and in 46.6% after the 2nd dose [19]. The different prevalence of the injection site pain in European and Lebanese subjects might be explained, at least in part, by a different pain perception threshold in the two ethnic groups, which could be the real difference among the two cohorts. In fact, we also calculated the prevalence of symptomatic subjects in the two cohorts excluding subjects who reported injection site pain as the unique symptom. In this case, the prevalence of symptomatic subjects was comparable between the Italian and Lebanese cohort, although maintaining the sex-dependent effect. A further possible explanation for the different prevalence of injection site pain could be, in the present study, the different mean age of subjects enrolled in the two cohorts. In fact, in our survey Lebanese were younger than Italians and this dissimilarity might affect the different pain perception threshold observed in the two cohorts. Moreover, the site injection pain might depend on several anatomical and physiological patterns (i.e., lesion in the deltoid muscle, muscle edema, increased membrane permeability of small blood vessels), which can vary with age, sex, ethnicity [20].
When all subjects were stratified according to age classes, the rate of symptomatic subjects was systematically higher in the Italian than in the Lebanese cohort up to the age class 70–79 years, and became comparable only in subjects aged 80 or more years, with obvious limitations within this age range. Our study is in line with previous reports showing that the frequency and the severity of post-vaccine reactions decreases with age [21]. However, in our study this difference occurred only in the Italian but not in the Lebanese cohort, pointing to a potential role of ethnic or genetic factors.
The observed higher symptom prevalence in Italian subjects compared to Lebanese subjects might be also attributed to the higher number of female participants in the Italian cohort (64.5%). This group reported a significant and remarkable increase of symptoms compared to males.
Regarding symptoms, the most frequent in response to both doses were pain at the injection site, weakness, and headache in both sexes and cohorts. These results are in line with data [16, 18, 22, 23] from different geographical area i.e., USA, UK, and Saudi Arabia, reporting that pain at the injection site was the most abundant “local” side effects and headache, weakness/fatigue, and myalgia were the most prevalent “systemic” side effects. The findings are not closely related to age per se and living area. The centre for diseases control and prevention (CDC) reported that the side effects in response to Pfizer vaccine were higher after the 2nd dose [22]. Accordingly, in both countries, the prevalence and intensity of each symptom as well as the overall severity score increased after the 2nd dose, particularly in the Lebanese cohort. Mohammed et al. [22] in Saudi Arabia showed that Pfizer/BioNTech vaccination is safe, has no reported anaphylaxis or serious events, and that local pain and fatigue are the most common reported side effects which are mild to moderate in nature with a regressive course. More side effects were experienced after the 2nd dose, as compared with the 1st. The significant predictors of side effects were the female sex and a history of allergies. In Poland, Andrzejczak-Grzadko et al. [24] compared Astra Zeneca with Pfizer vaccine and reported that among those vaccinated with the first Pfizer dose, vaccine reactions were described in 93.9% of respondents. The 2nd dose of the Pfizer vaccine caused post-vaccinal reactions in 54.8% of respondents (more adverse reactions) plus 15.8% (fewer adverse reactions). Same side effects were experienced in 29.4% of subjects after the 1st and 2nd doses of the Pfizer vaccine. Thus, also in the present study, we conclude that side effects after Pfizer vaccination are not rare. A higher prevalence of symptoms after vaccines seems to occur in females than in males [16, 22]. Apparently, this was the case in both Italian and Lebanese subjects for both prevalence and intensity as well as the severity score in females.
The present study was not designed to assess the serological response of enrolled subjects. Only questionnaires were employed and the timeframe for self-reported symptoms was restricted to seven days after vaccination in subjects without previous COVID-19 infection. Nevertheless, in a large study, Cangemi et al. [25] reported that the anti-Spike IgG were inversely associated with age, and a reduction of more than 82% was directly associated with male sex.
The sex-dependent effect occurs in adult participants (< 65 years), while differences were not observed between two sexes in the geriatric group (≥ 65 years) in both cohorts. Likely, less geriatric subjects experienced symptoms in response to anti-COVID-19 vaccines. According to the food and drug administration (FDA), younger individuals experienced more pronounced side effects in response to anti-COVID-19 vaccine than older subjects [26]. This finding is likely due to the immunosenescence that causes a decline of the efficacy of the immune system, leading to increased vulnerability to COVID-19 and decreased responses to vaccination [27].
Sex differences can parallel variable endocrine [28] and/or immunological pathways [29] in both males and females. Estrogens play a protective role against the COVID-19 infection through promoting anti‐inflammatory Th2 responses and inhibiting the pro‐inflammatory innate immune response [30]. Conversely, an in vivo animal study shows that the low level of estrogens following ovariectomy or exposure to estrogen receptor antagonist increases mortality after SARS‐CoV infection [31]. These results were confirmed in a study which found a higher severity of COVID-19 symptoms in postmenopausal females (a group with low level of estrogens) and in young females that had not taken any combined oral contraceptive pill, as compared to females taking pills containing estrogens [32]. This prevalence may be due to the high innate immune system activity in females, mediated by Toll-like receptors, retinoic acid-inducible gene I-like receptors, and nucleotide oligomerization domain-like receptors, and leads to the increase of type 1 interferon (IFN) and inflammatory cytokines (IL-1, TNFs) [33].
In addition to immunological and hormonal factors, social and ethnic factors may play a critical role in explaining the differential outcomes in the two sexes.
The strength of the present study relies on the simultaneous comparison of two different cohorts with profound cultural and health service differences living in the Mediterranean basin. Despite the questionnaires were anonymous, we did show distinct outcomes in Italian and Lebanese subjects, also evident at different age classes and with several sex-specific profiles.
Nevertheless, our study had some limitations. In Italy, the sex and age proportions were not perfectly distributed. This is because most healthcare workers including doctors and nurses, are women (~ 70%) aged 35–64 years as reported by the Italian ministry of health in 2019 [34]. Similarly, in Lebanon, the mean age was lower and most healthcare workers were adult women [35]. Ongoing research is trying to match the populations more closely to confirm the results of the present study.
We found a significantly higher rate of “anaphylaxis” in the Lebanese- than in the Italian cohort. This finding, however, should be interpreted with caution due to a possible misunderstanding in the Arabic translation of the questionnaire. Since there is not a specific term for “anaphylaxis” in Arabic, in almost all translations websites (including google translator) anaphylaxis is translated as "حساسية مفرطة, which literally means “excessive allergy”. The questionnaire was designed to ensure that all medical terms defining symptoms should be clear and simple for the majority of people, and we also offered the questionnaire in English language (see supplementary material Table S1) to limit possible terminological misunderstandings. However, a terminological misinterpretation cannot be excluded and this can be considered a limitation of the present study. Further confirmation of the exact prevalence of post-vaccinal anaphylaxis in the Lebanese cohort is therefore needed.
In conclusion, the present study brings novel insights into the impact of COVID-19 vaccines as post-vaccinal symptoms in free-living populations. Results underscore the importance of considering not only age but also geographical areas and sex-related effects. To our knowledge, this is a first study exploring self-reported symptoms after COVID-19 vaccination from two different cohorts in the Mediterranean area at the same time. Further investigations need to address this topic with respect to clinical and social aspects.
Data availability statement
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
References
Gusev E, Sarapultsev A, Solomatina L, Chereshnev V (2022) SARS-CoV-2-specific immune response and the pathogenesis of COVID-19. Int J Mole Sci. https://doi.org/10.3390/ijms23031716
Gong J, Dong H, Xia Q, Huang Z, Wang D, Zhao Y et al (2020) Correlation analysis between disease severity and inflammation-related parameters in patients with covid-19 pneumonia. medRxiv 3(10):20
Di Ciaula A, Palmieri VO, Migliore G, Portincasa P, Group IMC (2020) COVID-19, internists and resilience: the north-south Italy outbreak. Eur J Clin Investigat 50:e13299
Di Ciaula A, Moshammer H, Lauriola P, Portincasa P (2022) Environmental health, COVID-19, and the syndemic: internal medicine facing the challenge. Intern Emerg Med 17:2187–2198
Di Ciaula A, Krawczyk M, Filipiak KJ, Geier A, Bonfrate L, Portincasa P (2021) Noncommunicable diseases, climate change and iniquities: what COVID-19 has taught us about syndemic. Eur J Clin Investigat. https://doi.org/10.1111/eci.13682
Baj J, Karakula-Juchnowicz H, Teresinski G, Buszewicz G, Ciesielka M, Sitarz E et al (2020) COVID-19: specific and non-specific clinical manifestations and symptoms: the current state of knowledge. J Clin Med 9(5):1753
Wu F, Zhao S, Yu B, Chen YM, Wang W, Song ZG et al (2020) A new coronavirus associated with human respiratory disease in China. Nature 579:265–269
Chen Y, Xu Z, Wang P, Li XM, Shuai ZW, Ye DQ et al (2022) New-onset autoimmune phenomena post-COVID-19 vaccination. Immunology 165:386–401
Su S, Wong G, Shi W, Liu J, Lai ACK, Zhou J et al (2016) Epidemiology, genetic recombination, and pathogenesis of coronaviruses. Trends Microbiol 24:490–502
Li G, Fan Y, Lai Y, Han T, Li Z, Zhou P et al (2020) Coronavirus infections and immune responses. J Med Virol 92:424–432
Malinowska B, Baranowska-Kuczko M, Kicman A, Schlicker E (2021) Opportunities, challenges and pitfalls of using cannabidiol as an adjuvant drug in COVID-19. Int J Mole Sci. https://doi.org/10.3390/ijms22041986
Rubin EJ, Longo DL (2020) SARS-CoV-2 vaccination - an ounce (actually, much less) of prevention. N Engl J Med 383:2677–2678
Ceban F, Leber A, Jawad MY, Yu M, Lui LMW, Subramaniapillai M et al (2022) Registered clinical trials investigating treatment of long COVID: a scoping review and recommendations for research. Infect Dis (Lond) 54:467–477
Fortner A, Schumacher D (2021) First COVID-19 vaccines receiving the US FDA and EMA emergency use authorization. Discoveries (Craiova) 9:e122
Hintze J. NCSS 2023 Statistical Software (2023). NCSS, LLC. Kaysville, Utah, USA, ncss.com/software/ncss. Kaysville, Utah: Number Cruncher Statistical System (NCSS); 2023.
Menni C, Klaser K, May A, Polidori L, Capdevila J, Louca P et al (2021) Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID symptom study app in the UK: a prospective observational study. Lancet Infect Dis 21:939–949
World Helath Organization (WHO). Side Effects of COVID-19 Vaccines. 2021.
Polack FP, Thomas SJ, Kitchin N, Absalon J, Gurtman A, Lockhart S et al (2020) Safety and efficacy of the BNT162b2 mRNA Covid-19 Vaccine. N Engl J Med 383:2603–2615
Zeitoun A, Hallit S, Chehade S, Ibrahim A, Helali M, Allam C et al (2023) A 1-year analysis of adverse events following COVID-19 vaccination in Lebanon: a retrospective study. J Pharmaceut Policy Pract 16:24
Tomita K, Okada S, Sugihara S, Ikeuchi T, Touge H, Hasegawa J et al (2021) Physical characteristics of Injection site pain after COVID-19 mRNA BNT162b2 vaccination. Yonago Acta Med 64:339–344
Wu Q, Dudley MZ, Chen X, Bai X, Dong K, Zhuang T et al (2021) Evaluation of the safety profile of COVID-19 vaccines: a rapid review. BMC Med 19:173
Mohammed RA, Garout RM, Wahid S, Ayub F, Firas ZinAlddin LM, Sultan I (2021) A survey on the Side effects of Pfizer/BioNTech COVID-19 vaccine among vaccinated adults in Saudi Arabia. Cureus 13:e19222
Kadali RAK, Janagama R, Peruru S, Gajula V, Madathala RR, Chennaiahgari N et al (2021) Non-life-threatening adverse effects with COVID-19 mRNA-1273 vaccine: a randomized, cross-sectional study on healthcare workers with detailed self-reported symptoms. J Med Virol 93:4420–4429
Andrzejczak-Grzadko S, Czudy Z, Donderska M (2021) Side effects after COVID-19 vaccinations among residents of Poland. Eur Rev Med Pharmacol Sci 25:4418–4421
Cangemi R, Di Franco M, Angeloni A, Zicari A, Cardinale V, Visentini M et al (2022) Serological response and relationship with gender-sensitive variables among healthcare workers after SARS-CoV-2 vaccination. J Pers Med. https://doi.org/10.3390/jpm12060994
U.S. Food and Drug Administration (FDA). FDA Review of Efficacy and Safety of Pfizer-BioNTech COVID-19 Vaccine Emergency Use Authorization Request. 2020.
Aiello A, Farzaneh F, Candore G, Caruso C, Davinelli S, Gambino CM et al (2019) Immunosenescence and Its hallmarks: how to oppose aging strategically? A review of potential options for therapeutic intervention. Front Immunol 10:2247
Ciarambino T, Barbagelata E, Corbi G, Ambrosino I, Politi C, Lavalle F et al (2021) Gender differences in vaccine therapy: where are we in COVID-19 pandemic? Monaldi Arch Chest Dis. https://doi.org/10.4081/monaldi.2021.1669
Klein SL, Flanagan KL (2016) Sex differences in immune responses. Nat Rev Immunol 16:626–638
Breithaupt-Faloppa AC, Correia CJ, Prado CM, Stilhano RS, Ureshino RP, Moreira LFP (2020) 17beta-Estradiol, a potential ally to alleviate SARS-CoV-2 infection. Clinics (Sao Paulo) 75:e1980
Channappanavar R, Fett C, Mack M, Ten Eyck PP, Meyerholz DK, Perlman S (2017) Sex-based differences in susceptibility to severe acute respiratory syndrome coronavirus infection. J Immunol 198:4046–4053
Costeira R, Lee KA, Murray B, Christiansen C, Castillo-Fernandez J, Ni Lochlainn M et al (2021) Estrogen and COVID-19 symptoms: associations in women from the COVID symptom Study. PLoS ONE 16:e0257051
Ruggieri A, Gagliardi MC, Anticoli S (2018) Sex-dependent outcome of hepatitis b and c viruses infections: synergy of sex hormones and immune responses? Front Immunol 9:2302
Italian Ministry of Health. Il personale del sistema sanitario italiano. 2019.
Tlaiss HA (2013) Women in healthcare: barriers and enablers from a developing country perspective. Int J Health Policy Manag 1:23–33
Acknowledgements
This paper has been partly supported by funding to P.P. from the European Union’s Horizon 2020 Research and Innovation program under the Marie Skłodowska-Curie Grant Agreement No. 722619 (FOIE GRAS), Grant Agreement No. 734719 (mtFOIE GRAS), Grant Regione Puglia, CUP H99C20000340002 (Fever Apulia), and Grant EUROSEEDS Uniba—S56—By-products Sustainable Recovery 4 Health (BSR-4H): University of Bari Aldo Moro, 2022.
The project SYS-TEMIC “an integrated approach to the challenge of sustainable food systems: adaptive and mitigatory strategies to address climate change and malnutrition”, Knowledge hub on Nutrition and Food Security, has received funding from national research funding parties in Belgium (FWO), France (INRA), Germany (BLE), Italy (MIPAAF), Latvia (IZM), Norway (RCN), Portugal (FCT), and Spain (AEI) in a joint action of JPI HDHL, JPI-OCEANS and FACCE-JPI launched in 2019 under the ERA-NET ERA-HDHL (n° 696295).
PP is grant recipient and MK is assistant researcher (RTDA) in Project funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.3—Call for tender No. 341 of 15/03/2022 of Italian Ministry of University and Research funded by the European Union – NextGenerationEU Award Number: Project code PE0000003, Concession Decree No. 1550 of 11/10/2022 adopted by the Italian Ministry of University and Research, CUP D93C22000890001, Project title “Research and innovation network on food and nutrition Sustainability, Safety and Security – Working ON Foods” (ONFoods). PP is recipient of HORIZON-HLTH-2022-STAYHLTH-01-05-two-stage Project 101080329—PAS GRAS with the following partners Universidade De Coimbra, Portugal; Uppsala Universitet, Sweden; Universidade Nova De Lisboa, Portugal; Fundacio Eurecat (Eurecat), Barcelona, Spain; Consiglio Nazionale Delle Ricerche (Cnr), Roma Italy; Instituto Politecnico De Viana De Castelo, Viana Do Castelo 4900-347, Portugal; Technische Universitaet Muenchen (Tum), Muenchen, Germany; Instytut Biologii Doswiadczalnej Im. M. Nenckiego Polskiej Akademii Nauk (Nencki), Warszawa, Poland; Instituto Pedro Nunes Associacao Para A Inovacao E Desenvolvimento Em Ciencia E Tecnologia (Ipn), Coimbra, Portugal; The European Society For Clinical Investigation (Esci), Utrecht, Netherlands; Mediagnost Gesellschaft Fur Forschung Und Herstellung Von Diagnostika Gmbh (Mediagnost), Reutlingen, Germany; Martin-Luther-Universitat Halle-Wittenberg (Mlu), Halle, Germany; Associacao Protectora Dos Diabeticos De Portugal (Apdp), Lisboa 1250-203, Portugal; Agdcentro Associacao De Ginastica Do Centro (Agcentro), Coimbra, Portugal.
The authors are indebted to the Consortium of Mediterranean Universities (CMU), Bari (www.cmungo.eu) for helpful discussion. The figures were partly generated by using materials from Servier Medical Art (Servier) under consideration of a Creative Commons Attribution 3.0 Unported License.
^LEITvax Group: Hala Abdallah (Clinica Medica “A. Murri” & Division Internal Medicine, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University "Aldo Moro" Bari, Italy), Michela Capurso (Clinica Medica “A. Murri” & Division Internal Medicine, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University "Aldo Moro" Bari, Italy), Ilaria Galerati (Clinica Medica “A. Murri” & Division Internal Medicine, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University "Aldo Moro" Bari, Italy), Soukayna Hayek (Faculty of Natural and Applied Sciences, Notre Dame University-Louaize, Zouk Mosbeh, Lebanon, Faculty of Agronomy, Lebanese University, Dekwaneh, Lebanon), Hala Khalifeh (Department of Biology, Laboratory Rammal Rammal (ATAC), Faculty of Sciences, Lebanese University, Hadath Campus, Beirut, Lebanon), Edoardo Mastandrea (Clinica Medica “A. Murri” & Division Internal Medicine, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University "Aldo Moro" Bari, Italy), Antonino Noto (Clinica Medica “A. Murri” & Division Internal Medicine, Department of Precision and Regenerative Medicine and Ionian Area (DiMePre-J), University "Aldo Moro" Bari, Italy)
Funding
Open access funding provided by Università degli Studi di Bari Aldo Moro within the CRUI-CARE Agreement.
Author information
Authors and Affiliations
Consortia
Contributions
MK, LB, ADC, PP, protocol conceptualization and study design; LEITvax Group, data collection; MK, LB, ADC, data analysis; MK, LB, first draft; PP, fund raising, project administration; MK, LB, ADC, PP: final revision.
Corresponding authors
Ethics declarations
Statements on human and animal rights
This article does not contain any studies with animals performed by any of the authors. Human participants filled a questionnaire on a voluntary basis. The procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation.
Conflict of interest
The authors declare that they have no conflicts of interest.
Informed consent
Informed consent was waived since enrolled subjects filled a questionnaire on a voluntary basis.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The collaborators names associated with The LEITvax Group^ are given in acknowledgements sections.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Khalil, M., Bonfrate, L., Di Ciaula, A. et al. Self-reported symptoms after COVID-19 vaccination. Distinct sex, age, and geographical outcomes in Lebanese and Italian cohorts. Intern Emerg Med 18, 1463–1475 (2023). https://doi.org/10.1007/s11739-023-03321-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11739-023-03321-9